conftrace_

lipschitz regularization

15 papers

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Co-occurring keywords

neural network (6616) adversarial example (564) adversarial robustness (1341) lipschitz constant (48) generalization bound (652) black-box attack (237) lipchitz regularization (2) robust optimization (307) neural causal model (3) latent space optimization (27)

Papers

Zero-Shot Class Unlearning in CLIP with Synthetic Samples WACV 2025
PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks WACV 2024
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024
Consistency of Neural Causal Partial Identification NIPS 2024
On the Role of Generalization in Transferability of Adversarial Examples UAI 2023
A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise AAAI 2023
Advancing Bayesian Optimization via Learning Correlated Latent Space NIPS 2023
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NIPS 2023
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms AAAI 2022
Generalization Bounds for (Wasserstein) Robust Optimization NIPS 2021
On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory AAAI 2021
Generalised Lipschitz Regularisation Equals Distributional Robustness ICML 2021
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection NIPS 2019
On the Connection Between Adversarial Robustness and Saliency Map Interpretability ICML 2019